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Data Sources

Data sources

Sources used in v1 and the planned expansion. Every outlet has a quarterly-reviewed credibility score that is applied as a weight.

v1 sources in use

  • Naver News APIPrimary source for Korean-language coverage

    Outlet credibility is applied as a weight.

  • Google NewsPrimary source for English-language coverage

    Used for cross-validation between global outlets and Korean coverage.

  • Naver search volumeExternal search interest

    Input signal for the Search Interest indicator.

  • On-site fan signalsOn-site cheer and donation actions

    Aggregated into the Fandom indicator with Fan Engagement weighting.

  • Toss PaymentsPayment and settlement transactions

    Inputs the donation permanent transaction record. No PII besides payment identifiers is stored.

Planned data source additions

  • GDELT, NewsAPI

    Global outlet integration

  • X (Twitter), Weibo, Instagram

    Social signals

  • Google Trends

    Global search trends

  • Advertising-industry registry

    Brand Power signal enhancement

Outlet credibility policy

Every article is weighted by its outlet's credibility score. Credibility scores are reviewed on a regular cadence; when they change, daily scores for the prior 30 days are recomputed. Details are in the methodology.

Open methodology

Media data-suppression requests

Media outlets may request the suppression of their own coverage or dispute the credibility evaluation of their outlet. Procedures are described in the correction channel.

Open correction policy